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OmniPath_2class-30v2_E1-300_2026-03-19-01-03_HMWN
GleghornLab/OmniPath_2class-30v2_E1-300_2026-03-19-01-03_HMWN
OmniPath_2class-30v2_E1-300_2026-03-19-01-03_HMWN is a text classification model from GleghornLab. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- probe
- Access
- Public
- Created
- Mar 19, 2026
- Updated
- Mar 19, 2026
- SHA
- eb55342d
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Model card
From the Hugging Face model README
GleghornLab/OmniPath_2class-30v2_E1-300_2026-03-19-01-03_HMWN
Fine-tuned with Protify.
About Protify
Protify is an open source platform designed to simplify and democratize workflows for chemical language models. With Protify, deep learning models can be trained to predict chemical properties without requiring extensive coding knowledge or computational resources.
Why Protify?
- Benchmark multiple models efficiently.
- Flexible for all skill levels.
- Accessible computing with support for precomputed embeddings.
- Cost-effective workflows for training and evaluation.
Training Run
dataset: OmniPath_2class-30v2model: E1-300run_id: 2026-03-19-01-03_HMWNtask_type: singlelabelnum_runs: 1
Dataset Statistics
train_size: 55596valid_size: 8004test_size: 8236
Validation Metrics
epoch: 7.000000eval_accuracy: 0.742630eval_f1: 0.741960eval_loss: 0.512048eval_mcc: 0.487770eval_model_preparation_time: 0.000400eval_pr_auc: 0.838230eval_precision: 0.745150eval_recall: 0.742630eval_roc_auc: 0.834170eval_runtime: 50.879900eval_samples_per_second: 157.312000eval_steps_per_second: 2.476000
Test Metrics
test_accuracy: 0.778780test_f1: 0.778350test_loss: 0.458886test_mcc: 0.559720test_model_preparation_time: 0.000400test_pr_auc: 0.873730test_precision: 0.780950test_recall: 0.778780test_roc_auc: 0.868210test_runtime: 52.087700test_samples_per_second: 158.118000test_steps_per_second: 2.477000training_time_seconds: 4079.510500
- Task
- Text Classification
- Library
- transformers
- Type
- probe
- Created
- Mar 19, 2026
- Updated
- Mar 19, 2026